2015
DOI: 10.1016/s1665-6423(15)30008-0
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Robust Face Recognition Technique under Varying Illumination

Abstract: Face recognition is one of a complex biometrics in the field of pattern recognition due to the constraints imposed by variation in the appearance of facial images. These changes in appearance are affected by variation in illumination, expression or occlusions etc. Illumination can be considered a complex problem in both indoor and outdoor pattern matching. Literature studies have revealed that two problems of textural based illumination handling in face recognition seem to be very common. Firstly, textural val… Show more

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Cited by 27 publications
(8 citation statements)
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“…Specifically, on face samples with lighting variation, techniques were proposed that compliment both the traditional and deep learning FR methods reporting improved performance [26,15]. The approaches include pre-processing of the facial samples to normalise any variation, before feeding it to the face recognition algorithm [33,17,50,34,35].…”
Section: Related Workmentioning
confidence: 99%
“…Specifically, on face samples with lighting variation, techniques were proposed that compliment both the traditional and deep learning FR methods reporting improved performance [26,15]. The approaches include pre-processing of the facial samples to normalise any variation, before feeding it to the face recognition algorithm [33,17,50,34,35].…”
Section: Related Workmentioning
confidence: 99%
“…The recognition of a person from the face is a famous method used for authentication [18,[25][26][27][28][29][30][31][32][33][34][35][36][37][38][39][40][41][42]. It is easy to get data of an individual for his/her facial features rather than putting a palm on the scanner or placing an eye in front of a retina scanner for a retina scan.…”
Section: Face Recognitionmentioning
confidence: 99%
“…The recognition through the face is used for various authentication purposes such as national ID card, live investigation, passport, and so forth. In the process of face recognition, pre-processing is carried out that includes the standardization [26,39,[49][50][51][52][53][54][55], resizing of the image [35,56], and identification [25,32,43,44,50,55,57]. The image is retrieved from the database and used for perceiving before the pre-processing.…”
Section: Face Recognitionmentioning
confidence: 99%
See 1 more Smart Citation
“…In their research article [20], authors have proposed a system for robust facial recognition technique under varying illumination conditions. In this research article, authors have concentrated on the problems concerning to the textural based illumination handling for the face recognition under both indoor and outdoor lighting conditions.…”
Section: A Comprehensive Review On Various Face Recognition System Usmentioning
confidence: 99%